Is this nice?

In [31]:
import pandas as pd
import cufflinks as cf
import numpy as np
import yfinance as yf

from IPython.core.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
display(HTML("<style>div.output_subarea { max-width: calc(100%); !important; }</style>"))

cf.set_config_file(theme='pearl', world_readable=False)
cf.go_offline()
single_stock = yf.download('msft', start="2020-05-27", end="2021-05-27")

single_stock.head()

/var/folders/9r/hwvj_jt14jl_psw6_g6rw5bw0000gn/T/ipykernel_29410/832290114.py:6: DeprecationWarning:

Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display


[*********************100%***********************]  1 of 1 completed
Out[31]:
Open High Low Close Adj Close Volume
Date
2020-05-27 180.199997 181.990005 176.600006 181.809998 178.608063 39517100
2020-05-28 180.740005 184.149994 180.380005 181.399994 178.205261 33810200
2020-05-29 182.729996 184.270004 180.410004 183.250000 180.022705 42130400
2020-06-01 182.539993 183.000000 181.460007 182.830002 179.610123 22622400
2020-06-02 184.250000 185.000000 181.350006 184.910004 181.653473 30794600
In [32]:
single_stock['Adj Close'].iplot(title='MSFT Adjusted Close', colors=['red'])

This is an example of an article writen on jupyter notebooks

In [33]:
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
from plotly.graph_objs import Scatter, Figure, Layout
import plotly
import plotly.graph_objs as go
init_notebook_mode(connected=False)
import json
import numpy as np
import pandas as pd
In [37]:
N = 1000
random_x = np.random.randn(N)
random_y = np.random.randn(N)

# Create a trace
trace = go.Scatter(
    x = random_x,
    y = random_y,
    mode = 'markers'
)

data = [trace]

layout = go.Layout(
    autosize=False,
    width=500,
    height=500,
    margin=go.Margin(
        l=20,
        r=50,
        b=100,
        t=100,
        pad=4
    )
)

fig = go.Figure(data=data, layout=layout)

# Plot and embed in ipython notebook!
iplot(fig,show_link=False)

plotly.offline.plot(data, filename='basic-line', include_plotlyjs=False, output_type='div')

/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/plotly/graph_objs/_deprecations.py:405: DeprecationWarning:

plotly.graph_objs.Margin is deprecated.
Please replace it with one of the following more specific types
  - plotly.graph_objs.layout.Margin
Out[37]:
'<div>                            <div id="fe0fe34a-8cba-4437-a6b2-d79a66d2a0d6" class="plotly-graph-div" style="height:100%; width:100%;"></div>            <script type="text/javascript">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("fe0fe34a-8cba-4437-a6b2-d79a66d2a0d6")) {                    Plotly.newPlot(                        "fe0fe34a-8cba-4437-a6b2-d79a66d2a0d6",                        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In [35]:
# matplotlib graph
import matplotlib.pyplot as plt
# change graph size
plt.figure(figsize=(20,10))
plt.plot(random_x, random_y)
plt.show()